Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 21436 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.6 MiB |
| Average record size in memory | 176.0 B |
Variable types
| Numeric | 17 |
|---|---|
| DateTime | 1 |
| Categorical | 3 |
price is highly overall correlated with grade and 3 other fields | High correlation |
bedrooms is highly overall correlated with bathrooms and 2 other fields | High correlation |
bathrooms is highly overall correlated with bedrooms and 6 other fields | High correlation |
sqft_living is highly overall correlated with bathrooms and 5 other fields | High correlation |
sqft_lot is highly overall correlated with sqft_lot15 | High correlation |
floors is highly overall correlated with bathrooms and 3 other fields | High correlation |
grade is highly overall correlated with bathrooms and 5 other fields | High correlation |
sqft_above is highly overall correlated with bathrooms and 6 other fields | High correlation |
yr_built is highly overall correlated with bathrooms and 1 other fields | High correlation |
zipcode is highly overall correlated with long | High correlation |
long is highly overall correlated with zipcode | High correlation |
sqft_living15 is highly overall correlated with bathrooms and 4 other fields | High correlation |
sqft_lot15 is highly overall correlated with sqft_lot | High correlation |
condition is highly overall correlated with yr_built | High correlation |
sqft_basement is highly overall correlated with price and 3 other fields | High correlation |
lat is highly overall correlated with zipcode | High correlation |
view is highly overall correlated with waterfront | High correlation |
waterfront is highly overall correlated with view | High correlation |
waterfront is highly imbalanced (93.6%) | Imbalance |
view is highly imbalanced (72.2%) | Imbalance |
id has unique values | Unique |
sqft_basement has 13015 (60.7%) zeros | Zeros |
yr_renovated has 20526 (95.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-27 12:43:45.293331 |
|---|---|
| Analysis finished | 2024-11-27 12:44:15.486148 |
| Duration | 30.19 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
id
Real number (ℝ)
UNIQUE 
| Distinct | 21436 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5807653 × 109 |
| Minimum | 1000102 |
|---|---|
| Maximum | 9.9000002 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 1000102 |
|---|---|
| 5-th percentile | 5.1000319 × 108 |
| Q1 | 2.1237001 × 109 |
| median | 3.9049212 × 109 |
| Q3 | 7.3086751 × 109 |
| 95-th percentile | 9.2973006 × 109 |
| Maximum | 9.9000002 × 109 |
| Range | 9.8990001 × 109 |
| Interquartile range (IQR) | 5.184975 × 109 |
Descriptive statistics
| Standard deviation | 2.8765896 × 109 |
|---|---|
| Coefficient of variation (CV) | 0.6279714 |
| Kurtosis | -1.2605654 |
| Mean | 4.5807653 × 109 |
| Median Absolute Deviation (MAD) | 2.4027999 × 109 |
| Skewness | 0.24323134 |
| Sum | 9.8193286 × 1013 |
| Variance | 8.2747679 × 1018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7129300520 | 1 | < 0.1% |
| 8929000230 | 1 | < 0.1% |
| 9543000205 | 1 | < 0.1% |
| 8137500730 | 1 | < 0.1% |
| 104500730 | 1 | < 0.1% |
| 7575610760 | 1 | < 0.1% |
| 629800540 | 1 | < 0.1% |
| 7215730120 | 1 | < 0.1% |
| 2064800610 | 1 | < 0.1% |
| 3577300040 | 1 | < 0.1% |
| Other values (21426) | 21426 |
| Value | Count | Frequency (%) |
| 1000102 | 1 | |
| 1200019 | 1 | |
| 1200021 | 1 | |
| 2800031 | 1 | |
| 3600057 | 1 | |
| 3600072 | 1 | |
| 3800008 | 1 | |
| 5200087 | 1 | |
| 6200017 | 1 | |
| 7200080 | 1 |
| Value | Count | Frequency (%) |
| 9900000190 | 1 | |
| 9895000040 | 1 | |
| 9842300540 | 1 | |
| 9842300485 | 1 | |
| 9842300095 | 1 | |
| 9842300036 | 1 | |
| 9839301165 | 1 | |
| 9839301060 | 1 | |
| 9839301055 | 1 | |
| 9839300875 | 1 |
date
Date
| Distinct | 372 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 334.9 KiB |
| Minimum | 2014-05-02 00:00:00 |
|---|---|
| Maximum | 2015-05-27 00:00:00 |
price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 3997 |
|---|---|
| Distinct (%) | 18.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 541649.96 |
| Minimum | 75000 |
|---|---|
| Maximum | 7700000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 75000 |
|---|---|
| 5-th percentile | 213500 |
| Q1 | 324866 |
| median | 450000 |
| Q3 | 645000 |
| 95-th percentile | 1160000 |
| Maximum | 7700000 |
| Range | 7625000 |
| Interquartile range (IQR) | 320134 |
Descriptive statistics
| Standard deviation | 367314.93 |
|---|---|
| Coefficient of variation (CV) | 0.67814078 |
| Kurtosis | 34.725226 |
| Mean | 541649.96 |
| Median Absolute Deviation (MAD) | 150000 |
| Skewness | 4.0361072 |
| Sum | 1.1610809 × 1010 |
| Variance | 1.3492026 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 450000 | 172 | 0.8% |
| 350000 | 167 | 0.8% |
| 550000 | 157 | 0.7% |
| 500000 | 151 | 0.7% |
| 425000 | 149 | 0.7% |
| 325000 | 146 | 0.7% |
| 400000 | 144 | 0.7% |
| 375000 | 137 | 0.6% |
| 300000 | 131 | 0.6% |
| 525000 | 128 | 0.6% |
| Other values (3987) | 19954 |
| Value | Count | Frequency (%) |
| 75000 | 1 | |
| 78000 | 1 | |
| 80000 | 1 | |
| 81000 | 1 | |
| 82500 | 1 | |
| 83000 | 1 | |
| 84000 | 1 | |
| 85000 | 1 | |
| 89000 | 1 | |
| 89950 | 1 |
| Value | Count | Frequency (%) |
| 7700000 | 1 | |
| 7062500 | 1 | |
| 6885000 | 1 | |
| 5570000 | 1 | |
| 5350000 | 1 | |
| 5300000 | 1 | |
| 5110800 | 1 | |
| 4668000 | 1 | |
| 4500000 | 1 | |
| 4489000 | 1 |
bedrooms
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3715712 |
| Minimum | 0 |
|---|---|
| Maximum | 33 |
| Zeros | 13 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.92920466 |
|---|---|
| Coefficient of variation (CV) | 0.27559989 |
| Kurtosis | 49.638224 |
| Mean | 3.3715712 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.9898602 |
| Sum | 72273 |
| Variance | 0.8634213 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 9731 | |
| 4 | 6849 | |
| 2 | 2736 | 12.8% |
| 5 | 1586 | 7.4% |
| 6 | 265 | 1.2% |
| 1 | 194 | 0.9% |
| 7 | 38 | 0.2% |
| 0 | 13 | 0.1% |
| 8 | 13 | 0.1% |
| 9 | 6 | < 0.1% |
| Other values (3) | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 13 | 0.1% |
| 1 | 194 | 0.9% |
| 2 | 2736 | 12.8% |
| 3 | 9731 | |
| 4 | 6849 | |
| 5 | 1586 | 7.4% |
| 6 | 265 | 1.2% |
| 7 | 38 | 0.2% |
| 8 | 13 | 0.1% |
| 9 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 33 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 3 | < 0.1% |
| 9 | 6 | < 0.1% |
| 8 | 13 | 0.1% |
| 7 | 38 | 0.2% |
| 6 | 265 | 1.2% |
| 5 | 1586 | 7.4% |
| 4 | 6849 | |
| 3 | 9731 |
bathrooms
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1173493 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.75 |
| median | 2.25 |
| Q3 | 2.5 |
| 95-th percentile | 3.5 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0.75 |
Descriptive statistics
| Standard deviation | 0.76991279 |
|---|---|
| Coefficient of variation (CV) | 0.36362105 |
| Kurtosis | 1.2914875 |
| Mean | 2.1173493 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.51018057 |
| Sum | 45387.5 |
| Variance | 0.5927657 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.5 | 5355 | |
| 1 | 3795 | |
| 1.75 | 3020 | |
| 2.25 | 2031 | 9.5% |
| 2 | 1913 | 8.9% |
| 1.5 | 1430 | 6.7% |
| 2.75 | 1182 | 5.5% |
| 3 | 747 | 3.5% |
| 3.5 | 729 | 3.4% |
| 3.25 | 586 | 2.7% |
| Other values (20) | 648 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 10 | < 0.1% |
| 0.5 | 4 | < 0.1% |
| 0.75 | 71 | 0.3% |
| 1 | 3795 | |
| 1.25 | 9 | < 0.1% |
| 1.5 | 1430 | 6.7% |
| 1.75 | 3020 | |
| 2 | 1913 | 8.9% |
| 2.25 | 2031 | 9.5% |
| 2.5 | 5355 |
| Value | Count | Frequency (%) |
| 8 | 2 | < 0.1% |
| 7.75 | 1 | < 0.1% |
| 7.5 | 1 | < 0.1% |
| 6.75 | 2 | < 0.1% |
| 6.5 | 2 | < 0.1% |
| 6.25 | 2 | < 0.1% |
| 6 | 6 | |
| 5.75 | 4 | < 0.1% |
| 5.5 | 10 | |
| 5.25 | 13 |
sqft_living
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1038 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2082.7049 |
| Minimum | 290 |
|---|---|
| Maximum | 13540 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 290 |
|---|---|
| 5-th percentile | 940 |
| Q1 | 1430 |
| median | 1920 |
| Q3 | 2550 |
| 95-th percentile | 3770 |
| Maximum | 13540 |
| Range | 13250 |
| Interquartile range (IQR) | 1120 |
Descriptive statistics
| Standard deviation | 919.14647 |
|---|---|
| Coefficient of variation (CV) | 0.44132342 |
| Kurtosis | 5.2490757 |
| Mean | 2082.7049 |
| Median Absolute Deviation (MAD) | 550 |
| Skewness | 1.471021 |
| Sum | 44644863 |
| Variance | 844830.23 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1300 | 136 | 0.6% |
| 1440 | 133 | 0.6% |
| 1400 | 132 | 0.6% |
| 1660 | 128 | 0.6% |
| 1800 | 128 | 0.6% |
| 1820 | 127 | 0.6% |
| 1560 | 124 | 0.6% |
| 1010 | 124 | 0.6% |
| 1480 | 122 | 0.6% |
| 1540 | 122 | 0.6% |
| Other values (1028) | 20160 |
| Value | Count | Frequency (%) |
| 290 | 1 | |
| 370 | 1 | |
| 380 | 1 | |
| 384 | 1 | |
| 390 | 2 | |
| 410 | 1 | |
| 420 | 2 | |
| 430 | 1 | |
| 440 | 1 | |
| 460 | 1 |
| Value | Count | Frequency (%) |
| 13540 | 1 | |
| 12050 | 1 | |
| 10040 | 1 | |
| 9890 | 1 | |
| 9640 | 1 | |
| 9200 | 1 | |
| 8670 | 1 | |
| 8020 | 1 | |
| 8010 | 1 | |
| 8000 | 1 |
sqft_lot
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 9782 |
|---|---|
| Distinct (%) | 45.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15135.638 |
| Minimum | 520 |
|---|---|
| Maximum | 1651359 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 520 |
|---|---|
| 5-th percentile | 1800 |
| Q1 | 5040 |
| median | 7614 |
| Q3 | 10696.25 |
| 95-th percentile | 43560 |
| Maximum | 1651359 |
| Range | 1650839 |
| Interquartile range (IQR) | 5656.25 |
Descriptive statistics
| Standard deviation | 41538.621 |
|---|---|
| Coefficient of variation (CV) | 2.7444248 |
| Kurtosis | 284.08354 |
| Mean | 15135.638 |
| Median Absolute Deviation (MAD) | 2615.5 |
| Skewness | 13.043673 |
| Sum | 3.2444753 × 108 |
| Variance | 1.725457 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5000 | 355 | 1.7% |
| 6000 | 286 | 1.3% |
| 4000 | 249 | 1.2% |
| 7200 | 218 | 1.0% |
| 4800 | 118 | 0.6% |
| 7500 | 118 | 0.6% |
| 4500 | 112 | 0.5% |
| 8400 | 109 | 0.5% |
| 9600 | 108 | 0.5% |
| 3600 | 102 | 0.5% |
| Other values (9772) | 19661 |
| Value | Count | Frequency (%) |
| 520 | 1 | |
| 572 | 1 | |
| 600 | 1 | |
| 609 | 1 | |
| 635 | 1 | |
| 638 | 1 | |
| 649 | 2 | |
| 651 | 1 | |
| 675 | 1 | |
| 676 | 1 |
| Value | Count | Frequency (%) |
| 1651359 | 1 | |
| 1164794 | 1 | |
| 1074218 | 1 | |
| 1024068 | 1 | |
| 982998 | 1 | |
| 982278 | 1 | |
| 920423 | 1 | |
| 881654 | 1 | |
| 871200 | 2 | |
| 843309 | 1 |
floors
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.496198 |
| Minimum | 1 |
|---|---|
| Maximum | 3.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1.5 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 3.5 |
| Range | 2.5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.54038838 |
|---|---|
| Coefficient of variation (CV) | 0.36117438 |
| Kurtosis | -0.49077396 |
| Mean | 1.496198 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.61047946 |
| Sum | 32072.5 |
| Variance | 0.2920196 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 10559 | |
| 2 | 8209 | |
| 1.5 | 1888 | 8.8% |
| 3 | 611 | 2.9% |
| 2.5 | 161 | 0.8% |
| 3.5 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 10559 | |
| 1.5 | 1888 | 8.8% |
| 2 | 8209 | |
| 2.5 | 161 | 0.8% |
| 3 | 611 | 2.9% |
| 3.5 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.5 | 8 | < 0.1% |
| 3 | 611 | 2.9% |
| 2.5 | 161 | 0.8% |
| 2 | 8209 | |
| 1.5 | 1888 | 8.8% |
| 1 | 10559 |
waterfront
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 334.9 KiB |
| 0 | |
|---|---|
| 1 | 163 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 21436 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 21273 | |
| 1 | 163 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 21273 | |
| 1 | 163 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 21273 | |
| 1 | 163 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21436 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 21273 | |
| 1 | 163 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21436 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 21273 | |
| 1 | 163 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21436 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 21273 | |
| 1 | 163 | 0.8% |
view
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 334.9 KiB |
| 0 | |
|---|---|
| 2 | 962 |
| 3 | 507 |
| 1 | 331 |
| 4 | 316 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 21436 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 19320 | |
| 2 | 962 | 4.5% |
| 3 | 507 | 2.4% |
| 1 | 331 | 1.5% |
| 4 | 316 | 1.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 19320 | |
| 2 | 962 | 4.5% |
| 3 | 507 | 2.4% |
| 1 | 331 | 1.5% |
| 4 | 316 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 19320 | |
| 2 | 962 | 4.5% |
| 3 | 507 | 2.4% |
| 1 | 331 | 1.5% |
| 4 | 316 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21436 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 19320 | |
| 2 | 962 | 4.5% |
| 3 | 507 | 2.4% |
| 1 | 331 | 1.5% |
| 4 | 316 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21436 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 19320 | |
| 2 | 962 | 4.5% |
| 3 | 507 | 2.4% |
| 1 | 331 | 1.5% |
| 4 | 316 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21436 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 19320 | |
| 2 | 962 | 4.5% |
| 3 | 507 | 2.4% |
| 1 | 331 | 1.5% |
| 4 | 316 | 1.5% |
condition
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 334.9 KiB |
| 3 | |
|---|---|
| 4 | |
| 5 | |
| 2 | 164 |
| 1 | 29 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 21436 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 5 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 13911 | |
| 4 | 5645 | |
| 5 | 1687 | 7.9% |
| 2 | 164 | 0.8% |
| 1 | 29 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 13911 | |
| 4 | 5645 | |
| 5 | 1687 | 7.9% |
| 2 | 164 | 0.8% |
| 1 | 29 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 13911 | |
| 4 | 5645 | |
| 5 | 1687 | 7.9% |
| 2 | 164 | 0.8% |
| 1 | 29 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21436 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 13911 | |
| 4 | 5645 | |
| 5 | 1687 | 7.9% |
| 2 | 164 | 0.8% |
| 1 | 29 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21436 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 13911 | |
| 4 | 5645 | |
| 5 | 1687 | 7.9% |
| 2 | 164 | 0.8% |
| 1 | 29 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21436 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 13911 | |
| 4 | 5645 | |
| 5 | 1687 | 7.9% |
| 2 | 164 | 0.8% |
| 1 | 29 | 0.1% |
grade
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6617373 |
| Minimum | 1 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 7 |
| median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 13 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1742565 |
|---|---|
| Coefficient of variation (CV) | 0.15326243 |
| Kurtosis | 1.1902695 |
| Mean | 7.6617373 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.77035741 |
| Sum | 164237 |
| Variance | 1.3788783 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 8896 | |
| 8 | 6044 | |
| 9 | 2606 | 12.2% |
| 6 | 1995 | 9.3% |
| 10 | 1130 | 5.3% |
| 11 | 396 | 1.8% |
| 5 | 234 | 1.1% |
| 12 | 89 | 0.4% |
| 4 | 29 | 0.1% |
| 13 | 13 | 0.1% |
| Other values (2) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 29 | 0.1% |
| 5 | 234 | 1.1% |
| 6 | 1995 | 9.3% |
| 7 | 8896 | |
| 8 | 6044 | |
| 9 | 2606 | 12.2% |
| 10 | 1130 | 5.3% |
| 11 | 396 | 1.8% |
| Value | Count | Frequency (%) |
| 13 | 13 | 0.1% |
| 12 | 89 | 0.4% |
| 11 | 396 | 1.8% |
| 10 | 1130 | 5.3% |
| 9 | 2606 | 12.2% |
| 8 | 6044 | |
| 7 | 8896 | |
| 6 | 1995 | 9.3% |
| 5 | 234 | 1.1% |
| 4 | 29 | 0.1% |
sqft_above
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 946 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1790.9604 |
| Minimum | 290 |
|---|---|
| Maximum | 9410 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 290 |
|---|---|
| 5-th percentile | 850 |
| Q1 | 1200 |
| median | 1560 |
| Q3 | 2220 |
| 95-th percentile | 3400 |
| Maximum | 9410 |
| Range | 9120 |
| Interquartile range (IQR) | 1020 |
Descriptive statistics
| Standard deviation | 829.02649 |
|---|---|
| Coefficient of variation (CV) | 0.46289492 |
| Kurtosis | 3.3950819 |
| Mean | 1790.9604 |
| Median Absolute Deviation (MAD) | 450 |
| Skewness | 1.4442209 |
| Sum | 38391028 |
| Variance | 687284.92 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1300 | 210 | 1.0% |
| 1010 | 204 | 1.0% |
| 1200 | 203 | 0.9% |
| 1220 | 186 | 0.9% |
| 1140 | 183 | 0.9% |
| 1400 | 180 | 0.8% |
| 1060 | 177 | 0.8% |
| 1180 | 177 | 0.8% |
| 1340 | 174 | 0.8% |
| 1250 | 173 | 0.8% |
| Other values (936) | 19569 |
| Value | Count | Frequency (%) |
| 290 | 1 | |
| 370 | 1 | |
| 380 | 1 | |
| 384 | 1 | |
| 390 | 2 | |
| 410 | 1 | |
| 420 | 2 | |
| 430 | 1 | |
| 440 | 1 | |
| 460 | 1 |
| Value | Count | Frequency (%) |
| 9410 | 1 | |
| 8860 | 1 | |
| 8570 | 1 | |
| 8020 | 1 | |
| 7880 | 1 | |
| 7850 | 1 | |
| 7680 | 1 | |
| 7420 | 1 | |
| 7320 | 1 | |
| 6720 | 1 |
sqft_basement
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 306 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 291.7445 |
| Minimum | 0 |
|---|---|
| Maximum | 4820 |
| Zeros | 13015 |
| Zeros (%) | 60.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 560 |
| 95-th percentile | 1190 |
| Maximum | 4820 |
| Range | 4820 |
| Interquartile range (IQR) | 560 |
Descriptive statistics
| Standard deviation | 442.78198 |
|---|---|
| Coefficient of variation (CV) | 1.5177047 |
| Kurtosis | 2.7119878 |
| Mean | 291.7445 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5768731 |
| Sum | 6253835 |
| Variance | 196055.88 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13015 | |
| 600 | 220 | 1.0% |
| 700 | 215 | 1.0% |
| 500 | 211 | 1.0% |
| 800 | 206 | 1.0% |
| 400 | 184 | 0.9% |
| 1000 | 147 | 0.7% |
| 900 | 143 | 0.7% |
| 300 | 141 | 0.7% |
| 480 | 106 | 0.5% |
| Other values (296) | 6848 |
| Value | Count | Frequency (%) |
| 0 | 13015 | |
| 10 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 40 | 4 | < 0.1% |
| 50 | 11 | 0.1% |
| 60 | 10 | < 0.1% |
| 65 | 1 | < 0.1% |
| 70 | 7 | < 0.1% |
| 80 | 20 | 0.1% |
| 90 | 21 | 0.1% |
| Value | Count | Frequency (%) |
| 4820 | 1 | |
| 4130 | 1 | |
| 3500 | 1 | |
| 3480 | 1 | |
| 3260 | 1 | |
| 3000 | 1 | |
| 2850 | 1 | |
| 2810 | 1 | |
| 2730 | 1 | |
| 2720 | 1 |
yr_built
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1971.0984 |
| Minimum | 1900 |
|---|---|
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 1915 |
| Q1 | 1952 |
| median | 1975 |
| Q3 | 1997 |
| 95-th percentile | 2011 |
| Maximum | 2015 |
| Range | 115 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 29.385277 |
|---|---|
| Coefficient of variation (CV) | 0.014908072 |
| Kurtosis | -0.65434573 |
| Mean | 1971.0984 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | -0.47457738 |
| Sum | 42252466 |
| Variance | 863.49449 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2014 | 559 | 2.6% |
| 2006 | 454 | 2.1% |
| 2005 | 450 | 2.1% |
| 2004 | 429 | 2.0% |
| 2003 | 422 | 2.0% |
| 2007 | 415 | 1.9% |
| 1977 | 415 | 1.9% |
| 1978 | 384 | 1.8% |
| 1968 | 379 | 1.8% |
| 2008 | 367 | 1.7% |
| Other values (106) | 17162 |
| Value | Count | Frequency (%) |
| 1900 | 86 | |
| 1901 | 29 | 0.1% |
| 1902 | 27 | 0.1% |
| 1903 | 45 | |
| 1904 | 44 | |
| 1905 | 74 | |
| 1906 | 91 | |
| 1907 | 65 | |
| 1908 | 86 | |
| 1909 | 94 |
| Value | Count | Frequency (%) |
| 2015 | 38 | 0.2% |
| 2014 | 559 | |
| 2013 | 199 | 0.9% |
| 2012 | 169 | 0.8% |
| 2011 | 130 | 0.6% |
| 2010 | 143 | 0.7% |
| 2009 | 229 | |
| 2008 | 367 | |
| 2007 | 415 | |
| 2006 | 454 |
yr_renovated
Real number (ℝ)
ZEROS 
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.7298 |
| Minimum | 0 |
|---|---|
| Maximum | 2015 |
| Zeros | 20526 |
| Zeros (%) | 95.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2015 |
| Range | 2015 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 402.43101 |
|---|---|
| Coefficient of variation (CV) | 4.7495806 |
| Kurtosis | 18.610747 |
| Mean | 84.7298 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.5395471 |
| Sum | 1816268 |
| Variance | 161950.72 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20526 | |
| 2014 | 91 | 0.4% |
| 2013 | 37 | 0.2% |
| 2003 | 36 | 0.2% |
| 2005 | 35 | 0.2% |
| 2007 | 35 | 0.2% |
| 2000 | 35 | 0.2% |
| 2004 | 26 | 0.1% |
| 1990 | 24 | 0.1% |
| 2006 | 24 | 0.1% |
| Other values (60) | 567 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 20526 | |
| 1934 | 1 | < 0.1% |
| 1940 | 2 | < 0.1% |
| 1944 | 1 | < 0.1% |
| 1945 | 3 | < 0.1% |
| 1946 | 2 | < 0.1% |
| 1948 | 1 | < 0.1% |
| 1950 | 2 | < 0.1% |
| 1951 | 1 | < 0.1% |
| 1953 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 2015 | 16 | 0.1% |
| 2014 | 91 | |
| 2013 | 37 | |
| 2012 | 11 | 0.1% |
| 2011 | 13 | 0.1% |
| 2010 | 18 | 0.1% |
| 2009 | 22 | 0.1% |
| 2008 | 18 | 0.1% |
| 2007 | 35 | 0.2% |
| 2006 | 24 | 0.1% |
zipcode
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98077.862 |
| Minimum | 98001 |
|---|---|
| Maximum | 98199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 98001 |
|---|---|
| 5-th percentile | 98004 |
| Q1 | 98033 |
| median | 98065 |
| Q3 | 98117 |
| 95-th percentile | 98177 |
| Maximum | 98199 |
| Range | 198 |
| Interquartile range (IQR) | 84 |
Descriptive statistics
| Standard deviation | 53.469371 |
|---|---|
| Coefficient of variation (CV) | 0.00054517268 |
| Kurtosis | -0.84968929 |
| Mean | 98077.862 |
| Median Absolute Deviation (MAD) | 42 |
| Skewness | 0.4081288 |
| Sum | 2.1023971 × 109 |
| Variance | 2858.9736 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98103 | 600 | 2.8% |
| 98038 | 587 | 2.7% |
| 98115 | 576 | 2.7% |
| 98052 | 571 | 2.7% |
| 98117 | 548 | 2.6% |
| 98042 | 547 | 2.6% |
| 98034 | 543 | 2.5% |
| 98118 | 499 | 2.3% |
| 98023 | 492 | 2.3% |
| 98006 | 490 | 2.3% |
| Other values (60) | 15983 |
| Value | Count | Frequency (%) |
| 98001 | 359 | |
| 98002 | 197 | |
| 98003 | 276 | |
| 98004 | 315 | |
| 98005 | 168 | 0.8% |
| 98006 | 490 | |
| 98007 | 139 | 0.6% |
| 98008 | 283 | |
| 98010 | 99 | 0.5% |
| 98011 | 194 | 0.9% |
| Value | Count | Frequency (%) |
| 98199 | 316 | |
| 98198 | 275 | |
| 98188 | 135 | 0.6% |
| 98178 | 258 | |
| 98177 | 254 | |
| 98168 | 264 | |
| 98166 | 250 | |
| 98155 | 442 | |
| 98148 | 56 | 0.3% |
| 98146 | 281 |
lat
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 5034 |
|---|---|
| Distinct (%) | 23.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.560156 |
| Minimum | 47.1559 |
|---|---|
| Maximum | 47.7776 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 47.1559 |
|---|---|
| 5-th percentile | 47.3103 |
| Q1 | 47.4711 |
| median | 47.572 |
| Q3 | 47.678 |
| 95-th percentile | 47.749625 |
| Maximum | 47.7776 |
| Range | 0.6217 |
| Interquartile range (IQR) | 0.2069 |
Descriptive statistics
| Standard deviation | 0.13860131 |
|---|---|
| Coefficient of variation (CV) | 0.0029142317 |
| Kurtosis | -0.67359967 |
| Mean | 47.560156 |
| Median Absolute Deviation (MAD) | 0.10475 |
| Skewness | -0.4881646 |
| Sum | 1019499.5 |
| Variance | 0.019210324 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47.5491 | 17 | 0.1% |
| 47.6624 | 17 | 0.1% |
| 47.6846 | 17 | 0.1% |
| 47.5322 | 17 | 0.1% |
| 47.6955 | 16 | 0.1% |
| 47.6711 | 16 | 0.1% |
| 47.6886 | 16 | 0.1% |
| 47.6904 | 15 | 0.1% |
| 47.6647 | 15 | 0.1% |
| 47.686 | 15 | 0.1% |
| Other values (5024) | 21275 |
| Value | Count | Frequency (%) |
| 47.1559 | 1 | |
| 47.1593 | 1 | |
| 47.1622 | 1 | |
| 47.1647 | 1 | |
| 47.1764 | 1 | |
| 47.1775 | 1 | |
| 47.1776 | 2 | |
| 47.1795 | 1 | |
| 47.1803 | 1 | |
| 47.1808 | 1 |
| Value | Count | Frequency (%) |
| 47.7776 | 3 | |
| 47.7775 | 3 | |
| 47.7774 | 1 | < 0.1% |
| 47.7772 | 3 | |
| 47.7771 | 2 | < 0.1% |
| 47.777 | 2 | < 0.1% |
| 47.7769 | 3 | |
| 47.7768 | 2 | < 0.1% |
| 47.7767 | 6 | |
| 47.7766 | 4 |
long
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 752 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -122.2137 |
| Minimum | -122.519 |
|---|---|
| Maximum | -121.315 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 21436 |
| Negative (%) | 100.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | -122.519 |
|---|---|
| 5-th percentile | -122.387 |
| Q1 | -122.328 |
| median | -122.23 |
| Q3 | -122.124 |
| 95-th percentile | -121.979 |
| Maximum | -121.315 |
| Range | 1.204 |
| Interquartile range (IQR) | 0.204 |
Descriptive statistics
| Standard deviation | 0.14089598 |
|---|---|
| Coefficient of variation (CV) | -0.0011528657 |
| Kurtosis | 1.0455319 |
| Mean | -122.2137 |
| Median Absolute Deviation (MAD) | 0.101 |
| Skewness | 0.88192326 |
| Sum | -2619772.8 |
| Variance | 0.019851678 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -122.29 | 114 | 0.5% |
| -122.3 | 110 | 0.5% |
| -122.362 | 102 | 0.5% |
| -122.291 | 100 | 0.5% |
| -122.363 | 99 | 0.5% |
| -122.372 | 98 | 0.5% |
| -122.357 | 95 | 0.4% |
| -122.288 | 95 | 0.4% |
| -122.365 | 94 | 0.4% |
| -122.346 | 93 | 0.4% |
| Other values (742) | 20436 |
| Value | Count | Frequency (%) |
| -122.519 | 1 | < 0.1% |
| -122.515 | 1 | < 0.1% |
| -122.514 | 1 | < 0.1% |
| -122.512 | 1 | < 0.1% |
| -122.511 | 2 | |
| -122.509 | 2 | |
| -122.507 | 1 | < 0.1% |
| -122.506 | 1 | < 0.1% |
| -122.505 | 3 | |
| -122.504 | 2 |
| Value | Count | Frequency (%) |
| -121.315 | 2 | |
| -121.316 | 1 | |
| -121.319 | 1 | |
| -121.321 | 1 | |
| -121.325 | 1 | |
| -121.352 | 2 | |
| -121.359 | 1 | |
| -121.364 | 2 | |
| -121.402 | 1 | |
| -121.403 | 1 |
sqft_living15
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 777 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1988.3144 |
| Minimum | 399 |
|---|---|
| Maximum | 6210 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 399 |
|---|---|
| 5-th percentile | 1140 |
| Q1 | 1490 |
| median | 1840 |
| Q3 | 2370 |
| 95-th percentile | 3300 |
| Maximum | 6210 |
| Range | 5811 |
| Interquartile range (IQR) | 880 |
Descriptive statistics
| Standard deviation | 685.69909 |
|---|---|
| Coefficient of variation (CV) | 0.34486452 |
| Kurtosis | 1.593321 |
| Mean | 1988.3144 |
| Median Absolute Deviation (MAD) | 410 |
| Skewness | 1.1058446 |
| Sum | 42621507 |
| Variance | 470183.25 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1540 | 193 | 0.9% |
| 1440 | 190 | 0.9% |
| 1560 | 190 | 0.9% |
| 1500 | 179 | 0.8% |
| 1460 | 168 | 0.8% |
| 1800 | 166 | 0.8% |
| 1720 | 165 | 0.8% |
| 1580 | 165 | 0.8% |
| 1610 | 164 | 0.8% |
| 1620 | 163 | 0.8% |
| Other values (767) | 19693 |
| Value | Count | Frequency (%) |
| 399 | 1 | < 0.1% |
| 460 | 2 | < 0.1% |
| 620 | 2 | < 0.1% |
| 670 | 1 | < 0.1% |
| 690 | 2 | < 0.1% |
| 700 | 2 | < 0.1% |
| 710 | 2 | < 0.1% |
| 720 | 2 | < 0.1% |
| 740 | 8 | |
| 750 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 6210 | 1 | < 0.1% |
| 6110 | 1 | < 0.1% |
| 5790 | 6 | |
| 5610 | 1 | < 0.1% |
| 5600 | 1 | < 0.1% |
| 5500 | 1 | < 0.1% |
| 5380 | 1 | < 0.1% |
| 5340 | 1 | < 0.1% |
| 5330 | 1 | < 0.1% |
| 5220 | 1 | < 0.1% |
sqft_lot15
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8689 |
|---|---|
| Distinct (%) | 40.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12785.961 |
| Minimum | 651 |
|---|---|
| Maximum | 871200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 334.9 KiB |
Quantile statistics
| Minimum | 651 |
|---|---|
| 5-th percentile | 1989.5 |
| Q1 | 5100 |
| median | 7620 |
| Q3 | 10087.25 |
| 95-th percentile | 37197 |
| Maximum | 871200 |
| Range | 870549 |
| Interquartile range (IQR) | 4987.25 |
Descriptive statistics
| Standard deviation | 27375.467 |
|---|---|
| Coefficient of variation (CV) | 2.1410567 |
| Kurtosis | 150.32404 |
| Mean | 12785.961 |
| Median Absolute Deviation (MAD) | 2508.5 |
| Skewness | 9.4953799 |
| Sum | 2.7407987 × 108 |
| Variance | 7.4941622 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5000 | 425 | 2.0% |
| 4000 | 355 | 1.7% |
| 6000 | 286 | 1.3% |
| 7200 | 210 | 1.0% |
| 4800 | 144 | 0.7% |
| 7500 | 142 | 0.7% |
| 8400 | 115 | 0.5% |
| 4500 | 110 | 0.5% |
| 3600 | 110 | 0.5% |
| 5100 | 109 | 0.5% |
| Other values (8679) | 19430 |
| Value | Count | Frequency (%) |
| 651 | 1 | < 0.1% |
| 659 | 1 | < 0.1% |
| 660 | 1 | < 0.1% |
| 748 | 2 | |
| 750 | 4 | |
| 755 | 1 | < 0.1% |
| 757 | 1 | < 0.1% |
| 758 | 1 | < 0.1% |
| 788 | 1 | < 0.1% |
| 794 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 871200 | 1 | |
| 858132 | 1 | |
| 560617 | 1 | |
| 438213 | 1 | |
| 434728 | 1 | |
| 425581 | 1 | |
| 422967 | 1 | |
| 411962 | 1 | |
| 392040 | 2 | |
| 386812 | 1 |
| id | date | price | bedrooms | bathrooms | sqft_living | sqft_lot | floors | waterfront | view | condition | grade | sqft_above | sqft_basement | yr_built | yr_renovated | zipcode | lat | long | sqft_living15 | sqft_lot15 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | 1.000 | 0.006 | -0.018 | 0.001 | 0.004 | -0.013 | -0.133 | 0.018 | -0.003 | 0.011 | -0.024 | 0.006 | -0.012 | -0.006 | 0.021 | -0.017 | -0.008 | -0.003 | 0.019 | -0.004 | -0.140 |
| date | 0.006 | 1.000 | -0.006 | -0.018 | -0.036 | -0.036 | 0.006 | -0.024 | 0.001 | -0.002 | -0.052 | -0.042 | -0.029 | -0.019 | -0.002 | -0.025 | 0.003 | -0.033 | -0.008 | -0.032 | 0.002 |
| price | -0.018 | -0.006 | 1.000 | 0.309 | 0.524 | 0.701 | 0.089 | 0.255 | 0.267 | 0.397 | 0.035 | 0.666 | 0.605 | 0.324 | 0.051 | 0.127 | -0.051 | 0.307 | 0.019 | 0.584 | 0.082 |
| bedrooms | 0.001 | -0.018 | 0.309 | 1.000 | 0.517 | 0.578 | 0.032 | 0.175 | -0.007 | 0.080 | 0.028 | 0.358 | 0.478 | 0.303 | 0.154 | 0.018 | -0.154 | -0.010 | 0.130 | 0.393 | 0.029 |
| bathrooms | 0.004 | -0.036 | 0.524 | 0.517 | 1.000 | 0.754 | 0.087 | 0.500 | 0.064 | 0.187 | -0.128 | 0.665 | 0.685 | 0.284 | 0.505 | 0.051 | -0.203 | 0.023 | 0.222 | 0.568 | 0.087 |
| sqft_living | -0.013 | -0.036 | 0.701 | 0.578 | 0.754 | 1.000 | 0.172 | 0.353 | 0.104 | 0.284 | -0.061 | 0.762 | 0.877 | 0.434 | 0.317 | 0.055 | -0.199 | 0.051 | 0.239 | 0.756 | 0.183 |
| sqft_lot | -0.133 | 0.006 | 0.089 | 0.032 | 0.087 | 0.172 | 1.000 | -0.006 | 0.022 | 0.075 | -0.009 | 0.113 | 0.183 | 0.015 | 0.052 | 0.008 | -0.129 | -0.086 | 0.230 | 0.144 | 0.718 |
| floors | 0.018 | -0.024 | 0.255 | 0.175 | 0.500 | 0.353 | -0.006 | 1.000 | 0.023 | 0.028 | -0.267 | 0.457 | 0.523 | -0.246 | 0.489 | 0.006 | -0.058 | 0.049 | 0.124 | 0.279 | -0.012 |
| waterfront | -0.003 | 0.001 | 0.267 | -0.007 | 0.064 | 0.104 | 0.022 | 0.023 | 1.000 | 0.403 | 0.017 | 0.083 | 0.072 | 0.081 | -0.027 | 0.093 | 0.031 | -0.014 | -0.042 | 0.087 | 0.031 |
| view | 0.011 | -0.002 | 0.397 | 0.080 | 0.187 | 0.284 | 0.075 | 0.028 | 0.403 | 1.000 | 0.045 | 0.250 | 0.167 | 0.276 | -0.055 | 0.104 | 0.087 | 0.006 | -0.080 | 0.279 | 0.073 |
| condition | -0.024 | -0.052 | 0.035 | 0.028 | -0.128 | -0.061 | -0.009 | -0.267 | 0.017 | 0.045 | 1.000 | -0.148 | -0.161 | 0.174 | -0.365 | -0.061 | 0.005 | -0.015 | -0.108 | -0.095 | -0.004 |
| grade | 0.006 | -0.042 | 0.666 | 0.358 | 0.665 | 0.762 | 0.113 | 0.457 | 0.083 | 0.250 | -0.148 | 1.000 | 0.756 | 0.167 | 0.445 | 0.014 | -0.183 | 0.113 | 0.197 | 0.713 | 0.118 |
| sqft_above | -0.012 | -0.029 | 0.605 | 0.478 | 0.685 | 0.877 | 0.183 | 0.523 | 0.072 | 0.167 | -0.161 | 0.756 | 1.000 | -0.052 | 0.423 | 0.023 | -0.260 | -0.002 | 0.343 | 0.732 | 0.193 |
| sqft_basement | -0.006 | -0.019 | 0.324 | 0.303 | 0.284 | 0.434 | 0.015 | -0.246 | 0.081 | 0.276 | 0.174 | 0.167 | -0.052 | 1.000 | -0.135 | 0.072 | 0.075 | 0.109 | -0.146 | 0.199 | 0.017 |
| yr_built | 0.021 | -0.002 | 0.051 | 0.154 | 0.505 | 0.317 | 0.052 | 0.489 | -0.027 | -0.055 | -0.365 | 0.445 | 0.423 | -0.135 | 1.000 | -0.226 | -0.346 | -0.149 | 0.409 | 0.325 | 0.070 |
| yr_renovated | -0.017 | -0.025 | 0.127 | 0.018 | 0.051 | 0.055 | 0.008 | 0.006 | 0.093 | 0.104 | -0.061 | 0.014 | 0.023 | 0.072 | -0.226 | 1.000 | 0.064 | 0.029 | -0.069 | -0.003 | 0.008 |
| zipcode | -0.008 | 0.003 | -0.051 | -0.154 | -0.203 | -0.199 | -0.129 | -0.058 | 0.031 | 0.087 | 0.005 | -0.183 | -0.260 | 0.075 | -0.346 | 0.064 | 1.000 | 0.267 | -0.565 | -0.278 | -0.147 |
| lat | -0.003 | -0.033 | 0.307 | -0.010 | 0.023 | 0.051 | -0.086 | 0.049 | -0.014 | 0.006 | -0.015 | 0.113 | -0.002 | 0.109 | -0.149 | 0.029 | 0.267 | 1.000 | -0.136 | 0.048 | -0.087 |
| long | 0.019 | -0.008 | 0.019 | 0.130 | 0.222 | 0.239 | 0.230 | 0.124 | -0.042 | -0.080 | -0.108 | 0.197 | 0.343 | -0.146 | 0.409 | -0.069 | -0.565 | -0.136 | 1.000 | 0.334 | 0.254 |
| sqft_living15 | -0.004 | -0.032 | 0.584 | 0.393 | 0.568 | 0.756 | 0.144 | 0.279 | 0.087 | 0.279 | -0.095 | 0.713 | 0.732 | 0.199 | 0.325 | -0.003 | -0.278 | 0.048 | 0.334 | 1.000 | 0.182 |
| sqft_lot15 | -0.140 | 0.002 | 0.082 | 0.029 | 0.087 | 0.183 | 0.718 | -0.012 | 0.031 | 0.073 | -0.004 | 0.118 | 0.193 | 0.017 | 0.070 | 0.008 | -0.147 | -0.087 | 0.254 | 0.182 | 1.000 |
| id | price | bedrooms | bathrooms | sqft_living | sqft_lot | floors | waterfront | view | condition | grade | sqft_above | sqft_basement | yr_built | yr_renovated | zipcode | lat | long | sqft_living15 | sqft_lot15 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | 1.000 | 0.073 | 0.042 | 0.079 | 0.079 | 0.084 | 0.080 | 0.008 | 0.067 | 0.072 | 0.110 | 0.087 | 0.062 | 0.161 | 0.037 | 0.350 | 0.266 | 0.325 | 0.118 | 0.095 |
| price | 0.073 | 1.000 | 0.296 | 0.742 | 0.898 | 0.039 | 0.206 | 0.419 | 0.461 | 0.055 | 0.656 | 0.791 | 0.793 | 0.114 | 0.167 | 0.176 | 0.341 | 0.147 | 0.543 | 0.000 |
| bedrooms | 0.042 | 0.296 | 1.000 | 0.514 | 0.578 | 0.000 | 0.206 | 0.000 | 0.100 | 0.062 | 0.373 | 0.505 | 0.359 | 0.215 | 0.016 | 0.202 | 0.110 | 0.208 | 0.440 | 0.000 |
| bathrooms | 0.079 | 0.742 | 0.514 | 1.000 | 0.872 | 0.078 | 0.468 | 0.133 | 0.267 | 0.302 | 0.717 | 0.846 | 0.731 | 0.591 | 0.078 | 0.335 | 0.243 | 0.341 | 0.614 | 0.093 |
| sqft_living | 0.079 | 0.898 | 0.578 | 0.872 | 1.000 | 0.098 | 0.361 | 0.183 | 0.341 | 0.142 | 0.751 | 0.912 | 0.916 | 0.368 | 0.093 | 0.313 | 0.209 | 0.300 | 0.744 | 0.115 |
| sqft_lot | 0.084 | 0.039 | 0.000 | 0.078 | 0.098 | 1.000 | 0.036 | 0.014 | 0.070 | 0.071 | 0.092 | 0.131 | 0.057 | 0.076 | 0.000 | 0.087 | 0.134 | 0.170 | 0.059 | 0.628 |
| floors | 0.080 | 0.206 | 0.206 | 0.468 | 0.361 | 0.036 | 1.000 | 0.031 | 0.035 | 0.261 | 0.371 | 0.491 | 0.227 | 0.620 | 0.083 | 0.336 | 0.248 | 0.302 | 0.340 | 0.035 |
| waterfront | 0.008 | 0.419 | 0.000 | 0.133 | 0.183 | 0.014 | 0.031 | 1.000 | 0.490 | 0.014 | 0.153 | 0.107 | 0.176 | 0.044 | 0.144 | 0.104 | 0.045 | 0.126 | 0.117 | 0.000 |
| view | 0.067 | 0.461 | 0.100 | 0.267 | 0.341 | 0.070 | 0.035 | 0.490 | 1.000 | 0.065 | 0.316 | 0.211 | 0.363 | 0.103 | 0.089 | 0.178 | 0.162 | 0.201 | 0.337 | 0.057 |
| condition | 0.072 | 0.055 | 0.062 | 0.302 | 0.142 | 0.071 | 0.261 | 0.014 | 0.065 | 1.000 | 0.345 | 0.251 | 0.223 | 0.532 | 0.055 | 0.175 | 0.136 | 0.191 | 0.149 | 0.022 |
| grade | 0.110 | 0.656 | 0.373 | 0.717 | 0.751 | 0.092 | 0.371 | 0.153 | 0.316 | 0.345 | 1.000 | 0.760 | 0.359 | 0.497 | 0.018 | 0.322 | 0.330 | 0.294 | 0.728 | 0.079 |
| sqft_above | 0.087 | 0.791 | 0.505 | 0.846 | 0.912 | 0.131 | 0.491 | 0.107 | 0.211 | 0.251 | 0.760 | 1.000 | 0.654 | 0.498 | 0.041 | 0.405 | 0.201 | 0.390 | 0.747 | 0.153 |
| sqft_basement | 0.062 | 0.793 | 0.359 | 0.731 | 0.916 | 0.057 | 0.227 | 0.176 | 0.363 | 0.223 | 0.359 | 0.654 | 1.000 | 0.287 | 0.102 | 0.190 | 0.157 | 0.188 | 0.383 | 0.090 |
| yr_built | 0.161 | 0.114 | 0.215 | 0.591 | 0.368 | 0.076 | 0.620 | 0.044 | 0.103 | 0.532 | 0.497 | 0.498 | 0.287 | 1.000 | 0.303 | 0.620 | 0.445 | 0.542 | 0.404 | 0.065 |
| yr_renovated | 0.037 | 0.167 | 0.016 | 0.078 | 0.093 | 0.000 | 0.083 | 0.144 | 0.089 | 0.055 | 0.018 | 0.041 | 0.102 | 0.303 | 1.000 | 0.112 | 0.077 | 0.108 | 0.000 | 0.000 |
| zipcode | 0.350 | 0.176 | 0.202 | 0.335 | 0.313 | 0.087 | 0.336 | 0.104 | 0.178 | 0.175 | 0.322 | 0.405 | 0.190 | 0.620 | 0.112 | 1.000 | 0.792 | 0.786 | 0.442 | 0.113 |
| lat | 0.266 | 0.341 | 0.110 | 0.243 | 0.209 | 0.134 | 0.248 | 0.045 | 0.162 | 0.136 | 0.330 | 0.201 | 0.157 | 0.445 | 0.077 | 0.792 | 1.000 | 0.490 | 0.284 | 0.142 |
| long | 0.325 | 0.147 | 0.208 | 0.341 | 0.300 | 0.170 | 0.302 | 0.126 | 0.201 | 0.191 | 0.294 | 0.390 | 0.188 | 0.542 | 0.108 | 0.786 | 0.490 | 1.000 | 0.432 | 0.194 |
| sqft_living15 | 0.118 | 0.543 | 0.440 | 0.614 | 0.744 | 0.059 | 0.340 | 0.117 | 0.337 | 0.149 | 0.728 | 0.747 | 0.383 | 0.404 | 0.000 | 0.442 | 0.284 | 0.432 | 1.000 | 0.086 |
| sqft_lot15 | 0.095 | 0.000 | 0.000 | 0.093 | 0.115 | 0.628 | 0.035 | 0.000 | 0.057 | 0.022 | 0.079 | 0.153 | 0.090 | 0.065 | 0.000 | 0.113 | 0.142 | 0.194 | 0.086 | 1.000 |
| bathrooms | bedrooms | condition | floors | grade | id | lat | long | price | sqft_above | sqft_basement | sqft_living | sqft_living15 | sqft_lot | sqft_lot15 | view | waterfront | yr_built | yr_renovated | zipcode | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| bathrooms | 1.000 | 0.522 | 0.130 | 0.546 | 0.657 | 0.014 | 0.007 | 0.260 | 0.495 | 0.690 | 0.191 | 0.745 | 0.570 | 0.069 | 0.063 | 0.114 | 0.102 | 0.566 | 0.043 | -0.203 |
| bedrooms | 0.522 | 1.000 | 0.023 | 0.227 | 0.382 | 0.006 | -0.023 | 0.191 | 0.345 | 0.540 | 0.230 | 0.648 | 0.445 | 0.217 | 0.202 | 0.038 | 0.000 | 0.179 | 0.017 | -0.168 |
| condition | 0.130 | 0.023 | 1.000 | -0.291 | -0.171 | -0.024 | -0.023 | -0.087 | 0.017 | -0.161 | 0.162 | -0.065 | -0.089 | 0.115 | 0.118 | 0.024 | 0.017 | -0.398 | -0.067 | -0.021 |
| floors | 0.546 | 0.227 | -0.291 | 1.000 | 0.501 | 0.018 | 0.024 | 0.148 | 0.320 | 0.598 | -0.273 | 0.400 | 0.305 | -0.235 | -0.232 | 0.023 | 0.022 | 0.552 | 0.012 | -0.060 |
| grade | 0.657 | 0.382 | -0.171 | 0.501 | 1.000 | 0.018 | 0.102 | 0.221 | 0.656 | 0.712 | 0.092 | 0.716 | 0.662 | 0.153 | 0.157 | 0.142 | 0.118 | 0.499 | 0.016 | -0.179 |
| id | 0.014 | 0.006 | -0.024 | 0.018 | 0.018 | 1.000 | -0.005 | 0.006 | 0.002 | 0.002 | 0.001 | 0.000 | -0.001 | -0.117 | -0.115 | 0.028 | 0.006 | 0.026 | -0.018 | -0.005 |
| lat | 0.007 | -0.023 | -0.023 | 0.024 | 0.102 | -0.005 | 1.000 | -0.144 | 0.456 | -0.027 | 0.114 | 0.029 | 0.026 | -0.121 | -0.116 | 0.068 | 0.034 | -0.126 | 0.025 | 0.249 |
| long | 0.260 | 0.191 | -0.087 | 0.148 | 0.221 | 0.006 | -0.144 | 1.000 | 0.061 | 0.385 | -0.201 | 0.284 | 0.380 | 0.371 | 0.373 | 0.085 | 0.097 | 0.411 | -0.076 | -0.578 |
| price | 0.495 | 0.345 | 0.017 | 0.320 | 0.656 | 0.002 | 0.456 | 0.061 | 1.000 | 0.540 | 0.252 | 0.644 | 0.572 | 0.076 | 0.064 | 0.208 | 0.320 | 0.098 | 0.102 | -0.006 |
| sqft_above | 0.690 | 0.540 | -0.161 | 0.598 | 0.712 | 0.002 | -0.027 | 0.385 | 0.540 | 1.000 | -0.167 | 0.844 | 0.697 | 0.273 | 0.255 | 0.089 | 0.082 | 0.471 | 0.030 | -0.277 |
| sqft_basement | 0.191 | 0.230 | 0.162 | -0.273 | 0.092 | 0.001 | 0.114 | -0.201 | 0.252 | -0.167 | 1.000 | 0.327 | 0.129 | 0.037 | 0.031 | 0.159 | 0.135 | -0.180 | 0.063 | 0.115 |
| sqft_living | 0.745 | 0.648 | -0.065 | 0.400 | 0.716 | 0.000 | 0.029 | 0.284 | 0.644 | 0.844 | 0.327 | 1.000 | 0.747 | 0.306 | 0.285 | 0.148 | 0.140 | 0.351 | 0.052 | -0.206 |
| sqft_living15 | 0.570 | 0.445 | -0.089 | 0.305 | 0.662 | -0.001 | 0.026 | 0.380 | 0.572 | 0.697 | 0.129 | 0.747 | 1.000 | 0.361 | 0.367 | 0.146 | 0.089 | 0.334 | -0.006 | -0.287 |
| sqft_lot | 0.069 | 0.217 | 0.115 | -0.235 | 0.153 | -0.117 | -0.121 | 0.371 | 0.076 | 0.273 | 0.037 | 0.306 | 0.361 | 1.000 | 0.923 | 0.040 | 0.014 | -0.039 | 0.008 | -0.320 |
| sqft_lot15 | 0.063 | 0.202 | 0.118 | -0.232 | 0.157 | -0.115 | -0.116 | 0.373 | 0.064 | 0.255 | 0.031 | 0.285 | 0.367 | 0.923 | 1.000 | 0.035 | 0.000 | -0.018 | 0.009 | -0.327 |
| view | 0.114 | 0.038 | 0.024 | 0.023 | 0.142 | 0.028 | 0.068 | 0.085 | 0.208 | 0.089 | 0.159 | 0.148 | 0.146 | 0.040 | 0.035 | 1.000 | 0.595 | -0.068 | 0.096 | 0.080 |
| waterfront | 0.102 | 0.000 | 0.017 | 0.022 | 0.118 | 0.006 | 0.034 | 0.097 | 0.320 | 0.082 | 0.135 | 0.140 | 0.089 | 0.014 | 0.000 | 0.595 | 1.000 | -0.029 | 0.092 | 0.030 |
| yr_built | 0.566 | 0.179 | -0.398 | 0.552 | 0.499 | 0.026 | -0.126 | 0.411 | 0.098 | 0.471 | -0.180 | 0.351 | 0.334 | -0.039 | -0.018 | -0.068 | -0.029 | 1.000 | -0.215 | -0.315 |
| yr_renovated | 0.043 | 0.017 | -0.067 | 0.012 | 0.016 | -0.018 | 0.025 | -0.076 | 0.102 | 0.030 | 0.063 | 0.052 | -0.006 | 0.008 | 0.009 | 0.096 | 0.092 | -0.215 | 1.000 | 0.062 |
| zipcode | -0.203 | -0.168 | -0.021 | -0.060 | -0.179 | -0.005 | 0.249 | -0.578 | -0.006 | -0.277 | 0.115 | -0.206 | -0.287 | -0.320 | -0.327 | 0.080 | 0.030 | -0.315 | 0.062 | 1.000 |
| id | date | price | bedrooms | bathrooms | sqft_living | sqft_lot | floors | waterfront | view | condition | grade | sqft_above | sqft_basement | yr_built | yr_renovated | zipcode | lat | long | sqft_living15 | sqft_lot15 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 7129300520 | 2014-10-13 | 221900.0 | 3 | 1.00 | 1180 | 5650 | 1.0 | 0 | 0 | 3 | 7 | 1180 | 0 | 1955 | 0 | 98178 | 47.5112 | -122.257 | 1340 | 5650 |
| 1 | 6414100192 | 2014-12-09 | 538000.0 | 3 | 2.25 | 2570 | 7242 | 2.0 | 0 | 0 | 3 | 7 | 2170 | 400 | 1951 | 1991 | 98125 | 47.7210 | -122.319 | 1690 | 7639 |
| 2 | 5631500400 | 2015-02-25 | 180000.0 | 2 | 1.00 | 770 | 10000 | 1.0 | 0 | 0 | 3 | 6 | 770 | 0 | 1933 | 0 | 98028 | 47.7379 | -122.233 | 2720 | 8062 |
| 3 | 2487200875 | 2014-12-09 | 604000.0 | 4 | 3.00 | 1960 | 5000 | 1.0 | 0 | 0 | 5 | 7 | 1050 | 910 | 1965 | 0 | 98136 | 47.5208 | -122.393 | 1360 | 5000 |
| 4 | 1954400510 | 2015-02-18 | 510000.0 | 3 | 2.00 | 1680 | 8080 | 1.0 | 0 | 0 | 3 | 8 | 1680 | 0 | 1987 | 0 | 98074 | 47.6168 | -122.045 | 1800 | 7503 |
| 5 | 7237550310 | 2014-05-12 | 1225000.0 | 4 | 4.50 | 5420 | 101930 | 1.0 | 0 | 0 | 3 | 11 | 3890 | 1530 | 2001 | 0 | 98053 | 47.6561 | -122.005 | 4760 | 101930 |
| 6 | 1321400060 | 2014-06-27 | 257500.0 | 3 | 2.25 | 1715 | 6819 | 2.0 | 0 | 0 | 3 | 7 | 1715 | 0 | 1995 | 0 | 98003 | 47.3097 | -122.327 | 2238 | 6819 |
| 7 | 2008000270 | 2015-01-15 | 291850.0 | 3 | 1.50 | 1060 | 9711 | 1.0 | 0 | 0 | 3 | 7 | 1060 | 0 | 1963 | 0 | 98198 | 47.4095 | -122.315 | 1650 | 9711 |
| 8 | 2414600126 | 2015-04-15 | 229500.0 | 3 | 1.00 | 1780 | 7470 | 1.0 | 0 | 0 | 3 | 7 | 1050 | 730 | 1960 | 0 | 98146 | 47.5123 | -122.337 | 1780 | 8113 |
| 9 | 3793500160 | 2015-03-12 | 323000.0 | 3 | 2.50 | 1890 | 6560 | 2.0 | 0 | 0 | 3 | 7 | 1890 | 0 | 2003 | 0 | 98038 | 47.3684 | -122.031 | 2390 | 7570 |
| id | date | price | bedrooms | bathrooms | sqft_living | sqft_lot | floors | waterfront | view | condition | grade | sqft_above | sqft_basement | yr_built | yr_renovated | zipcode | lat | long | sqft_living15 | sqft_lot15 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21603 | 7852140040 | 2014-08-25 | 507250.0 | 3 | 2.50 | 2270 | 5536 | 2.0 | 0 | 0 | 3 | 8 | 2270 | 0 | 2003 | 0 | 98065 | 47.5389 | -121.881 | 2270 | 5731 |
| 21604 | 9834201367 | 2015-01-26 | 429000.0 | 3 | 2.00 | 1490 | 1126 | 3.0 | 0 | 0 | 3 | 8 | 1490 | 0 | 2014 | 0 | 98144 | 47.5699 | -122.288 | 1400 | 1230 |
| 21605 | 3448900210 | 2014-10-14 | 610685.0 | 4 | 2.50 | 2520 | 6023 | 2.0 | 0 | 0 | 3 | 9 | 2520 | 0 | 2014 | 0 | 98056 | 47.5137 | -122.167 | 2520 | 6023 |
| 21606 | 7936000429 | 2015-03-26 | 1007500.0 | 4 | 3.50 | 3510 | 7200 | 2.0 | 0 | 0 | 3 | 9 | 2600 | 910 | 2009 | 0 | 98136 | 47.5537 | -122.398 | 2050 | 6200 |
| 21607 | 2997800021 | 2015-02-19 | 475000.0 | 3 | 2.50 | 1310 | 1294 | 2.0 | 0 | 0 | 3 | 8 | 1180 | 130 | 2008 | 0 | 98116 | 47.5773 | -122.409 | 1330 | 1265 |
| 21608 | 263000018 | 2014-05-21 | 360000.0 | 3 | 2.50 | 1530 | 1131 | 3.0 | 0 | 0 | 3 | 8 | 1530 | 0 | 2009 | 0 | 98103 | 47.6993 | -122.346 | 1530 | 1509 |
| 21609 | 6600060120 | 2015-02-23 | 400000.0 | 4 | 2.50 | 2310 | 5813 | 2.0 | 0 | 0 | 3 | 8 | 2310 | 0 | 2014 | 0 | 98146 | 47.5107 | -122.362 | 1830 | 7200 |
| 21610 | 1523300141 | 2014-06-23 | 402101.0 | 2 | 0.75 | 1020 | 1350 | 2.0 | 0 | 0 | 3 | 7 | 1020 | 0 | 2009 | 0 | 98144 | 47.5944 | -122.299 | 1020 | 2007 |
| 21611 | 291310100 | 2015-01-16 | 400000.0 | 3 | 2.50 | 1600 | 2388 | 2.0 | 0 | 0 | 3 | 8 | 1600 | 0 | 2004 | 0 | 98027 | 47.5345 | -122.069 | 1410 | 1287 |
| 21612 | 1523300157 | 2014-10-15 | 325000.0 | 2 | 0.75 | 1020 | 1076 | 2.0 | 0 | 0 | 3 | 7 | 1020 | 0 | 2008 | 0 | 98144 | 47.5941 | -122.299 | 1020 | 1357 |